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MACHINE LEARNING
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Hallucinations explained: broken incentives, not broken models
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This might be the cleanest explanation of hallucinations I’ve seen. It’s not about broken models.
It’s about broken incentives. -
AI document processing spots contract issues lawyers missed
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The document processing is next level. Fed it our entire legal contract and it spotted issues our lawyers missed.
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Flow Matching for Video Generation: Data Scale and Generalization Benefits
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I loved this research paper on Flow Matching, the most popular approach for video gen. TLDR: More data means harder to fit any specific data (say image), better generalisation, greater coverage of learned concepts. Pretraining: Use Billions of data to learn many things and none
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New Math and Reasoning Benchmark Released for AI Evaluation
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New math and reasoning benchmark. Highly needed because most of the current ones are nearly or completely saturated.
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Document value in model training data
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One thing I've never understood is how much value an individual document has to training a model – are there single books that, if included in the training data, would
materially improve the resulting model? -
Evals Matter for Frontier Models, Not Product Builders
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Let’s settle the evals debate. If you’re a lab, building general-purpose frontier models, yes, evals matter. If you’re a product builder, evals mostly don’t matter. It’s that simple.
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AI Supercharges Data Science Workflow for Scientists
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How #AI is supercharging #DataScience flow for #DataScientists :
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Building Industrial Digital Twins with Azure Review and Book
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“Building Industrial #DigitalTwins with #Azure” from @PacktDataML My review: http://
rocketdatascience.org/?p=1714 Book: http://
amzn.to/3fl195P
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#IoT #IIoT #AI #AIoT #MachineLearning #DataScience #Industry40 #Edge #EdgeAI #EdgeComputing #PredictiveAnalytics #DigitalTransformation -
IoT as Internet of Context: Essential Reading for Digital Transformation
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#IoT is the #InternetOfContext
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(1) The Age of #Context: http://
amzn.to/34utTz7
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(2) Outside Insight: http://
amzn.to/317XV9L
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#IIoT #Industry40 #BigData #DataScience #AI #MachineLearning #DigitalTransformation #AlternativeData #DecisionScience